Dataset statistics
| Number of variables | 41 |
|---|---|
| Number of observations | 233154 |
| Missing cells | 7661 |
| Missing cells (%) | 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 72.9 MiB |
| Average record size in memory | 328.0 B |
Variable types
| Numeric | 28 |
|---|---|
| Categorical | 13 |
MobileNo_Avl_Flag has constant value "1" | Constant |
Date.of.Birth has a high cardinality: 15433 distinct values | High cardinality |
DisbursalDate has a high cardinality: 84 distinct values | High cardinality |
AVERAGE.ACCT.AGE has a high cardinality: 192 distinct values | High cardinality |
CREDIT.HISTORY.LENGTH has a high cardinality: 294 distinct values | High cardinality |
UniqueID is highly correlated with DisbursalDate | High correlation |
disbursed_amount is highly correlated with asset_cost | High correlation |
asset_cost is highly correlated with disbursed_amount | High correlation |
ltv is highly correlated with MobileNo_Avl_Flag | High correlation |
branch_id is highly correlated with Current_pincode_ID and 1 other fields | High correlation |
supplier_id is highly correlated with MobileNo_Avl_Flag | High correlation |
manufacturer_id is highly correlated with MobileNo_Avl_Flag | High correlation |
Current_pincode_ID is highly correlated with branch_id and 1 other fields | High correlation |
State_ID is highly correlated with branch_id and 3 other fields | High correlation |
Employee_code_ID is highly correlated with MobileNo_Avl_Flag | High correlation |
PERFORM_CNS.SCORE is highly correlated with PERFORM_CNS.SCORE.DESCRIPTION | High correlation |
PRI.NO.OF.ACCTS is highly correlated with PRI.ACTIVE.ACCTS and 1 other fields | High correlation |
PRI.ACTIVE.ACCTS is highly correlated with PERFORM_CNS.SCORE.DESCRIPTION and 5 other fields | High correlation |
PRI.OVERDUE.ACCTS is highly correlated with MobileNo_Avl_Flag | High correlation |
PRI.CURRENT.BALANCE is highly correlated with PRI.ACTIVE.ACCTS and 3 other fields | High correlation |
PRI.SANCTIONED.AMOUNT is highly correlated with PRI.ACTIVE.ACCTS and 3 other fields | High correlation |
PRI.DISBURSED.AMOUNT is highly correlated with PRI.ACTIVE.ACCTS and 3 other fields | High correlation |
SEC.NO.OF.ACCTS is highly correlated with SEC.ACTIVE.ACCTS and 1 other fields | High correlation |
SEC.ACTIVE.ACCTS is highly correlated with SEC.NO.OF.ACCTS and 4 other fields | High correlation |
SEC.OVERDUE.ACCTS is highly correlated with SEC.NO.OF.ACCTS and 1 other fields | High correlation |
SEC.CURRENT.BALANCE is highly correlated with SEC.ACTIVE.ACCTS and 2 other fields | High correlation |
SEC.SANCTIONED.AMOUNT is highly correlated with SEC.ACTIVE.ACCTS and 2 other fields | High correlation |
SEC.DISBURSED.AMOUNT is highly correlated with SEC.ACTIVE.ACCTS and 2 other fields | High correlation |
PRIMARY.INSTAL.AMT is highly correlated with PRI.NO.OF.ACCTS and 4 other fields | High correlation |
SEC.INSTAL.AMT is highly correlated with SEC.NO.OF.ACCTS and 4 other fields | High correlation |
NEW.ACCTS.IN.LAST.SIX.MONTHS is highly correlated with PRI.NO.OF.ACCTS and 4 other fields | High correlation |
DELINQUENT.ACCTS.IN.LAST.SIX.MONTHS is highly correlated with MobileNo_Avl_Flag | High correlation |
NO.OF_INQUIRIES is highly correlated with MobileNo_Avl_Flag | High correlation |
Employment.Type is highly correlated with MobileNo_Avl_Flag | High correlation |
DisbursalDate is highly correlated with UniqueID | High correlation |
MobileNo_Avl_Flag is highly correlated with Passport_flag and 8 other fields | High correlation |
Aadhar_flag is highly correlated with State_ID and 1 other fields | High correlation |
PAN_flag is highly correlated with MobileNo_Avl_Flag | High correlation |
VoterID_flag is highly correlated with State_ID and 1 other fields | High correlation |
Driving_flag is highly correlated with MobileNo_Avl_Flag | High correlation |
Passport_flag is highly correlated with MobileNo_Avl_Flag | High correlation |
PERFORM_CNS.SCORE.DESCRIPTION is highly correlated with PERFORM_CNS.SCORE and 1 other fields | High correlation |
loan_default is highly correlated with MobileNo_Avl_Flag | High correlation |
Employment.Type has 7661 (3.3%) missing values | Missing |
PRI.CURRENT.BALANCE is highly skewed (γ1 = 29.42581325) | Skewed |
PRI.SANCTIONED.AMOUNT is highly skewed (γ1 = 323.6972121) | Skewed |
PRI.DISBURSED.AMOUNT is highly skewed (γ1 = 322.5414945) | Skewed |
SEC.NO.OF.ACCTS is highly skewed (γ1 = 27.98609032) | Skewed |
SEC.ACTIVE.ACCTS is highly skewed (γ1 = 30.59951015) | Skewed |
SEC.OVERDUE.ACCTS is highly skewed (γ1 = 24.12927125) | Skewed |
SEC.CURRENT.BALANCE is highly skewed (γ1 = 108.5062952) | Skewed |
SEC.SANCTIONED.AMOUNT is highly skewed (γ1 = 75.25493196) | Skewed |
SEC.DISBURSED.AMOUNT is highly skewed (γ1 = 75.76425191) | Skewed |
PRIMARY.INSTAL.AMT is highly skewed (γ1 = 69.91615647) | Skewed |
SEC.INSTAL.AMT is highly skewed (γ1 = 153.8063689) | Skewed |
UniqueID has unique values | Unique |
PERFORM_CNS.SCORE has 116950 (50.2%) zeros | Zeros |
PRI.NO.OF.ACCTS has 116950 (50.2%) zeros | Zeros |
PRI.ACTIVE.ACCTS has 137016 (58.8%) zeros | Zeros |
PRI.OVERDUE.ACCTS has 206879 (88.7%) zeros | Zeros |
PRI.CURRENT.BALANCE has 141696 (60.8%) zeros | Zeros |
PRI.SANCTIONED.AMOUNT has 138096 (59.2%) zeros | Zeros |
PRI.DISBURSED.AMOUNT has 138204 (59.3%) zeros | Zeros |
SEC.NO.OF.ACCTS has 227289 (97.5%) zeros | Zeros |
SEC.ACTIVE.ACCTS has 229337 (98.4%) zeros | Zeros |
SEC.OVERDUE.ACCTS has 231817 (99.4%) zeros | Zeros |
SEC.CURRENT.BALANCE has 229790 (98.6%) zeros | Zeros |
SEC.SANCTIONED.AMOUNT has 229418 (98.4%) zeros | Zeros |
SEC.DISBURSED.AMOUNT has 229450 (98.4%) zeros | Zeros |
PRIMARY.INSTAL.AMT has 159517 (68.4%) zeros | Zeros |
SEC.INSTAL.AMT has 230937 (99.0%) zeros | Zeros |
NEW.ACCTS.IN.LAST.SIX.MONTHS has 181494 (77.8%) zeros | Zeros |
DELINQUENT.ACCTS.IN.LAST.SIX.MONTHS has 214959 (92.2%) zeros | Zeros |
NO.OF_INQUIRIES has 201961 (86.6%) zeros | Zeros |
Reproduction
| Analysis started | 2022-10-28 11:13:32.492316 |
|---|---|
| Analysis finished | 2022-10-28 11:20:31.000154 |
| Duration | 6 minutes and 58.51 seconds |
| Software version | pandas-profiling v3.4.0 |
| Download configuration | config.json |
| Distinct | 233154 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 535917.5734 |
| Minimum | 417428 |
|---|---|
| Maximum | 671084 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 417428 |
|---|---|
| 5-th percentile | 429285.65 |
| Q1 | 476786.25 |
| median | 535978.5 |
| Q3 | 595039.75 |
| 95-th percentile | 642344.35 |
| Maximum | 671084 |
| Range | 253656 |
| Interquartile range (IQR) | 118253.5 |
Descriptive statistics
| Standard deviation | 68315.69371 |
|---|---|
| Coefficient of variation (CV) | 0.1274742556 |
| Kurtosis | -1.198283034 |
| Mean | 535917.5734 |
| Median Absolute Deviation (MAD) | 59127 |
| Skewness | -0.002261591332 |
| Sum | 1.249513259 × 1011 |
| Variance | 4667034007 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 420825 | 1 | < 0.1% |
| 573390 | 1 | < 0.1% |
| 443579 | 1 | < 0.1% |
| 634411 | 1 | < 0.1% |
| 497340 | 1 | < 0.1% |
| 613162 | 1 | < 0.1% |
| 651043 | 1 | < 0.1% |
| 443927 | 1 | < 0.1% |
| 430582 | 1 | < 0.1% |
| 437246 | 1 | < 0.1% |
| Other values (233144) | 233144 |
| Value | Count | Frequency (%) |
| 417428 | 1 | |
| 417429 | 1 | |
| 417430 | 1 | |
| 417431 | 1 | |
| 417432 | 1 | |
| 417433 | 1 | |
| 417434 | 1 | |
| 417435 | 1 | |
| 417436 | 1 | |
| 417437 | 1 |
| Value | Count | Frequency (%) |
| 671084 | 1 | |
| 671033 | 1 | |
| 658676 | 1 | |
| 658675 | 1 | |
| 658674 | 1 | |
| 658673 | 1 | |
| 658672 | 1 | |
| 658671 | 1 | |
| 658670 | 1 | |
| 658669 | 1 |
| Distinct | 24565 |
|---|---|
| Distinct (%) | 10.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54356.99353 |
| Minimum | 13320 |
|---|---|
| Maximum | 990572 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 13320 |
|---|---|
| 5-th percentile | 34939 |
| Q1 | 47145 |
| median | 53803 |
| Q3 | 60413 |
| 95-th percentile | 74122.35 |
| Maximum | 990572 |
| Range | 977252 |
| Interquartile range (IQR) | 13268 |
Descriptive statistics
| Standard deviation | 12971.31417 |
|---|---|
| Coefficient of variation (CV) | 0.2386319281 |
| Kurtosis | 249.9892735 |
| Mean | 54356.99353 |
| Median Absolute Deviation (MAD) | 6644 |
| Skewness | 4.492239664 |
| Sum | 1.267355047 × 1010 |
| Variance | 168254991.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 48349 | 2140 | 0.9% |
| 53303 | 2125 | 0.9% |
| 51303 | 1992 | 0.9% |
| 50303 | 1960 | 0.8% |
| 55259 | 1887 | 0.8% |
| 52303 | 1868 | 0.8% |
| 47349 | 1853 | 0.8% |
| 56259 | 1637 | 0.7% |
| 46349 | 1605 | 0.7% |
| 57259 | 1601 | 0.7% |
| Other values (24555) | 214486 |
| Value | Count | Frequency (%) |
| 13320 | 1 | < 0.1% |
| 13369 | 1 | < 0.1% |
| 13600 | 1 | < 0.1% |
| 13640 | 1 | < 0.1% |
| 13652 | 1 | < 0.1% |
| 13664 | 6 | |
| 13814 | 1 | < 0.1% |
| 13914 | 1 | < 0.1% |
| 13940 | 1 | < 0.1% |
| 13941 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 990572 | 1 | |
| 987354 | 1 | |
| 592460 | 1 | |
| 332045 | 1 | |
| 318533 | 1 | |
| 315904 | 1 | |
| 237779 | 1 | |
| 196998 | 1 | |
| 191392 | 1 | |
| 190887 | 1 |
| Distinct | 46252 |
|---|---|
| Distinct (%) | 19.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75865.06814 |
| Minimum | 37000 |
|---|---|
| Maximum | 1628992 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 37000 |
|---|---|
| 5-th percentile | 58264 |
| Q1 | 65717 |
| median | 70946 |
| Q3 | 79201.75 |
| 95-th percentile | 109680 |
| Maximum | 1628992 |
| Range | 1591992 |
| Interquartile range (IQR) | 13484.75 |
Descriptive statistics
| Standard deviation | 18944.78129 |
|---|---|
| Coefficient of variation (CV) | 0.24971679 |
| Kurtosis | 291.4939393 |
| Mean | 75865.06814 |
| Median Absolute Deviation (MAD) | 6200 |
| Skewness | 6.133485336 |
| Sum | 1.76882441 × 1010 |
| Variance | 358904738.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 68000 | 681 | 0.3% |
| 67000 | 596 | 0.3% |
| 72000 | 539 | 0.2% |
| 70000 | 505 | 0.2% |
| 74000 | 469 | 0.2% |
| 66000 | 466 | 0.2% |
| 73000 | 462 | 0.2% |
| 75000 | 460 | 0.2% |
| 69000 | 436 | 0.2% |
| 65000 | 397 | 0.2% |
| Other values (46242) | 228143 |
| Value | Count | Frequency (%) |
| 37000 | 2 | |
| 37129 | 1 | |
| 37230 | 1 | |
| 37310 | 1 | |
| 37377 | 1 | |
| 37658 | 1 | |
| 37816 | 1 | |
| 38055 | 2 | |
| 38059 | 1 | |
| 38063 | 1 |
| Value | Count | Frequency (%) |
| 1628992 | 1 | |
| 1328954 | 1 | |
| 715186 | 1 | |
| 459625 | 1 | |
| 388025 | 1 | |
| 383600 | 1 | |
| 378092 | 2 | |
| 286350 | 1 | |
| 282600 | 1 | |
| 281164 | 1 |
| Distinct | 6579 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.74653002 |
| Minimum | 10.03 |
|---|---|
| Maximum | 95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 10.03 |
|---|---|
| 5-th percentile | 52.31 |
| Q1 | 68.88 |
| median | 76.8 |
| Q3 | 83.67 |
| 95-th percentile | 89.38 |
| Maximum | 95 |
| Range | 84.97 |
| Interquartile range (IQR) | 14.79 |
Descriptive statistics
| Standard deviation | 11.45663574 |
|---|---|
| Coefficient of variation (CV) | 0.1532731451 |
| Kurtosis | 1.29392765 |
| Mean | 74.74653002 |
| Median Absolute Deviation (MAD) | 7.27 |
| Skewness | -1.075766064 |
| Sum | 17427452.46 |
| Variance | 131.2545025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 85 | 4430 | 1.9% |
| 84.99 | 1030 | 0.4% |
| 79.99 | 541 | 0.2% |
| 80 | 490 | 0.2% |
| 75 | 420 | 0.2% |
| 79.9 | 409 | 0.2% |
| 79.79 | 394 | 0.2% |
| 74.93 | 389 | 0.2% |
| 90 | 336 | 0.1% |
| 74.99 | 333 | 0.1% |
| Other values (6569) | 224382 |
| Value | Count | Frequency (%) |
| 10.03 | 1 | |
| 13.5 | 1 | |
| 14.17 | 1 | |
| 15.3 | 1 | |
| 15.58 | 1 | |
| 16.6 | 1 | |
| 17.02 | 1 | |
| 17.05 | 1 | |
| 17.13 | 1 | |
| 17.36 | 1 |
| Value | Count | Frequency (%) |
| 95 | 8 | < 0.1% |
| 94.99 | 7 | < 0.1% |
| 94.98 | 9 | |
| 94.97 | 5 | < 0.1% |
| 94.96 | 11 | |
| 94.95 | 14 | |
| 94.94 | 14 | |
| 94.93 | 20 | |
| 94.92 | 17 | |
| 94.91 | 13 |
| Distinct | 82 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.93609374 |
| Minimum | 1 |
|---|---|
| Maximum | 261 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 14 |
| median | 61 |
| Q3 | 130 |
| 95-th percentile | 249 |
| Maximum | 261 |
| Range | 260 |
| Interquartile range (IQR) | 116 |
Descriptive statistics
| Standard deviation | 69.83499455 |
|---|---|
| Coefficient of variation (CV) | 0.9574819677 |
| Kurtosis | 0.2970743025 |
| Mean | 72.93609374 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | 1.027481357 |
| Sum | 17005342 |
| Variance | 4876.926464 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 13138 | 5.6% |
| 67 | 11328 | 4.9% |
| 3 | 9230 | 4.0% |
| 5 | 9218 | 4.0% |
| 36 | 8832 | 3.8% |
| 136 | 7833 | 3.4% |
| 34 | 7794 | 3.3% |
| 16 | 6466 | 2.8% |
| 19 | 5860 | 2.5% |
| 1 | 5709 | 2.4% |
| Other values (72) | 147746 |
| Value | Count | Frequency (%) |
| 1 | 5709 | |
| 2 | 13138 | |
| 3 | 9230 | |
| 5 | 9218 | |
| 7 | 3222 | 1.4% |
| 8 | 3146 | 1.3% |
| 9 | 2528 | 1.1% |
| 10 | 4125 | 1.8% |
| 11 | 4506 | 1.9% |
| 13 | 2972 | 1.3% |
| Value | Count | Frequency (%) |
| 261 | 176 | 0.1% |
| 260 | 372 | 0.2% |
| 259 | 346 | 0.1% |
| 258 | 374 | 0.2% |
| 257 | 1256 | 0.5% |
| 255 | 1650 | |
| 254 | 1699 | |
| 251 | 3844 | |
| 250 | 1481 | 0.6% |
| 249 | 858 | 0.4% |
| Distinct | 2953 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19638.63504 |
| Minimum | 10524 |
|---|---|
| Maximum | 24803 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 10524 |
|---|---|
| 5-th percentile | 14179.3 |
| Q1 | 16535 |
| median | 20333 |
| Q3 | 23000 |
| 95-th percentile | 24122 |
| Maximum | 24803 |
| Range | 14279 |
| Interquartile range (IQR) | 6465 |
Descriptive statistics
| Standard deviation | 3491.949566 |
|---|---|
| Coefficient of variation (CV) | 0.1778101971 |
| Kurtosis | -1.475599607 |
| Mean | 19638.63504 |
| Median Absolute Deviation (MAD) | 3061 |
| Skewness | -0.1689082748 |
| Sum | 4578826313 |
| Variance | 12193711.77 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18317 | 1432 | 0.6% |
| 15694 | 1300 | 0.6% |
| 15663 | 1275 | 0.5% |
| 17980 | 1268 | 0.5% |
| 14234 | 1258 | 0.5% |
| 18166 | 1210 | 0.5% |
| 21980 | 1125 | 0.5% |
| 14375 | 1119 | 0.5% |
| 22727 | 1062 | 0.5% |
| 14145 | 1060 | 0.5% |
| Other values (2943) | 221045 |
| Value | Count | Frequency (%) |
| 10524 | 6 | < 0.1% |
| 12311 | 3 | < 0.1% |
| 12312 | 46 | |
| 12374 | 99 | |
| 12441 | 47 | |
| 12456 | 72 | |
| 12500 | 60 | |
| 12534 | 60 | |
| 12539 | 9 | < 0.1% |
| 12797 | 65 |
| Value | Count | Frequency (%) |
| 24803 | 2 | |
| 24802 | 2 | |
| 24799 | 1 | < 0.1% |
| 24797 | 2 | |
| 24794 | 1 | < 0.1% |
| 24793 | 1 | < 0.1% |
| 24790 | 1 | < 0.1% |
| 24789 | 1 | < 0.1% |
| 24787 | 2 | |
| 24785 | 3 |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.02805442 |
| Minimum | 45 |
|---|---|
| Maximum | 156 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 45 |
|---|---|
| 5-th percentile | 45 |
| Q1 | 48 |
| median | 86 |
| Q3 | 86 |
| 95-th percentile | 86 |
| Maximum | 156 |
| Range | 111 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 22.14130384 |
|---|---|
| Coefficient of variation (CV) | 0.3207580457 |
| Kurtosis | -0.7192530333 |
| Mean | 69.02805442 |
| Median Absolute Deviation (MAD) | 34 |
| Skewness | 0.3889804687 |
| Sum | 16094167 |
| Variance | 490.2373356 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 86 | 109534 | |
| 45 | 56626 | |
| 51 | 27204 | 11.7% |
| 48 | 16710 | 7.2% |
| 49 | 10220 | 4.4% |
| 120 | 9658 | 4.1% |
| 67 | 2405 | 1.0% |
| 145 | 778 | 0.3% |
| 153 | 12 | < 0.1% |
| 152 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 45 | 56626 | |
| 48 | 16710 | 7.2% |
| 49 | 10220 | 4.4% |
| 51 | 27204 | 11.7% |
| 67 | 2405 | 1.0% |
| 86 | 109534 | |
| 120 | 9658 | 4.1% |
| 145 | 778 | 0.3% |
| 152 | 6 | < 0.1% |
| 153 | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| 156 | 1 | < 0.1% |
| 153 | 12 | < 0.1% |
| 152 | 6 | < 0.1% |
| 145 | 778 | 0.3% |
| 120 | 9658 | 4.1% |
| 86 | 109534 | |
| 67 | 2405 | 1.0% |
| 51 | 27204 | 11.7% |
| 49 | 10220 | 4.4% |
| 48 | 16710 | 7.2% |
| Distinct | 6698 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3396.880247 |
| Minimum | 1 |
|---|---|
| Maximum | 7345 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 263 |
| Q1 | 1511 |
| median | 2970 |
| Q3 | 5677 |
| 95-th percentile | 6942 |
| Maximum | 7345 |
| Range | 7344 |
| Interquartile range (IQR) | 4166 |
Descriptive statistics
| Standard deviation | 2238.147502 |
|---|---|
| Coefficient of variation (CV) | 0.6588832515 |
| Kurtosis | -1.286741268 |
| Mean | 3396.880247 |
| Median Absolute Deviation (MAD) | 1915 |
| Skewness | 0.2781846819 |
| Sum | 791996217 |
| Variance | 5009304.239 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2578 | 1880 | 0.8% |
| 1446 | 1731 | 0.7% |
| 1515 | 1087 | 0.5% |
| 2989 | 934 | 0.4% |
| 2943 | 899 | 0.4% |
| 1509 | 864 | 0.4% |
| 2782 | 841 | 0.4% |
| 1794 | 809 | 0.3% |
| 571 | 781 | 0.3% |
| 3363 | 730 | 0.3% |
| Other values (6688) | 222598 |
| Value | Count | Frequency (%) |
| 1 | 26 | < 0.1% |
| 2 | 72 | < 0.1% |
| 3 | 50 | < 0.1% |
| 4 | 88 | |
| 5 | 215 | |
| 6 | 100 | |
| 7 | 104 | |
| 8 | 43 | < 0.1% |
| 9 | 29 | < 0.1% |
| 10 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 7345 | 7 | < 0.1% |
| 7344 | 1 | < 0.1% |
| 7343 | 2 | < 0.1% |
| 7342 | 1 | < 0.1% |
| 7341 | 7 | < 0.1% |
| 7340 | 2 | < 0.1% |
| 7338 | 2 | < 0.1% |
| 7337 | 3 | < 0.1% |
| 7336 | 20 | |
| 7335 | 1 | < 0.1% |
| Distinct | 15433 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| 01-01-88 | 2173 |
|---|---|
| 01-01-90 | 2170 |
| 01-01-87 | 2127 |
| 01-01-86 | 2063 |
| 01-01-85 | 2005 |
| Other values (15428) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 1865232 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1384 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | 01-01-84 |
|---|---|
| 2nd row | 31-07-85 |
| 3rd row | 24-08-85 |
| 4th row | 30-12-93 |
| 5th row | 09-12-77 |
Common Values
| Value | Count | Frequency (%) |
| 01-01-88 | 2173 | 0.9% |
| 01-01-90 | 2170 | 0.9% |
| 01-01-87 | 2127 | 0.9% |
| 01-01-86 | 2063 | 0.9% |
| 01-01-85 | 2005 | 0.9% |
| 01-01-91 | 1985 | 0.9% |
| 01-01-89 | 1962 | 0.8% |
| 01-01-93 | 1930 | 0.8% |
| 01-01-95 | 1924 | 0.8% |
| 01-01-92 | 1924 | 0.8% |
| Other values (15423) | 212891 |
Length
| Value | Count | Frequency (%) |
| 01-01-88 | 2173 | 0.9% |
| 01-01-90 | 2170 | 0.9% |
| 01-01-87 | 2127 | 0.9% |
| 01-01-86 | 2063 | 0.9% |
| 01-01-85 | 2005 | 0.9% |
| 01-01-91 | 1985 | 0.9% |
| 01-01-89 | 1962 | 0.8% |
| 01-01-93 | 1930 | 0.8% |
| 01-01-95 | 1924 | 0.8% |
| 01-01-92 | 1924 | 0.8% |
| Other values (15423) | 212891 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 466308 | |
| 0 | 380641 | |
| 1 | 282238 | |
| 8 | 126724 | 6.8% |
| 9 | 124952 | 6.7% |
| 2 | 111802 | 6.0% |
| 7 | 103820 | 5.6% |
| 6 | 85415 | 4.6% |
| 5 | 70721 | 3.8% |
| 3 | 58819 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1398924 | |
| Dash Punctuation | 466308 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 380641 | |
| 1 | 282238 | |
| 8 | 126724 | 9.1% |
| 9 | 124952 | 8.9% |
| 2 | 111802 | 8.0% |
| 7 | 103820 | 7.4% |
| 6 | 85415 | 6.1% |
| 5 | 70721 | 5.1% |
| 3 | 58819 | 4.2% |
| 4 | 53792 | 3.8% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 466308 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1865232 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 466308 | |
| 0 | 380641 | |
| 1 | 282238 | |
| 8 | 126724 | 6.8% |
| 9 | 124952 | 6.7% |
| 2 | 111802 | 6.0% |
| 7 | 103820 | 5.6% |
| 6 | 85415 | 4.6% |
| 5 | 70721 | 3.8% |
| 3 | 58819 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1865232 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 466308 | |
| 0 | 380641 | |
| 1 | 282238 | |
| 8 | 126724 | 6.8% |
| 9 | 124952 | 6.7% |
| 2 | 111802 | 6.0% |
| 7 | 103820 | 5.6% |
| 6 | 85415 | 4.6% |
| 5 | 70721 | 3.8% |
| 3 | 58819 | 3.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 7661 |
| Missing (%) | 3.3% |
| Memory size | 1.8 MiB |
| Self employed | |
|---|---|
| Salaried |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 10.8301322 |
| Min length | 8 |
Characters and Unicode
| Total characters | 2442119 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Salaried |
|---|---|
| 2nd row | Self employed |
| 3rd row | Self employed |
| 4th row | Self employed |
| 5th row | Self employed |
Common Values
| Value | Count | Frequency (%) |
| Self employed | 127635 | |
| Salaried | 97858 | |
| (Missing) | 7661 | 3.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| self | 127635 | |
| employed | 127635 | |
| salaried | 97858 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 480763 | |
| l | 353128 | |
| S | 225493 | |
| d | 225493 | |
| a | 195716 | |
| f | 127635 | 5.2% |
| 127635 | 5.2% | |
| m | 127635 | 5.2% |
| p | 127635 | 5.2% |
| o | 127635 | 5.2% |
| Other values (3) | 323351 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2088991 | |
| Uppercase Letter | 225493 | 9.2% |
| Space Separator | 127635 | 5.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 480763 | |
| l | 353128 | |
| d | 225493 | |
| a | 195716 | |
| f | 127635 | 6.1% |
| m | 127635 | 6.1% |
| p | 127635 | 6.1% |
| o | 127635 | 6.1% |
| y | 127635 | 6.1% |
| r | 97858 | 4.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 225493 |
Space Separator
| Value | Count | Frequency (%) |
| 127635 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2314484 | |
| Common | 127635 | 5.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 480763 | |
| l | 353128 | |
| S | 225493 | |
| d | 225493 | |
| a | 195716 | |
| f | 127635 | 5.5% |
| m | 127635 | 5.5% |
| p | 127635 | 5.5% |
| o | 127635 | 5.5% |
| y | 127635 | 5.5% |
| Other values (2) | 195716 |
Common
| Value | Count | Frequency (%) |
| 127635 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2442119 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 480763 | |
| l | 353128 | |
| S | 225493 | |
| d | 225493 | |
| a | 195716 | |
| f | 127635 | 5.2% |
| 127635 | 5.2% | |
| m | 127635 | 5.2% |
| p | 127635 | 5.2% |
| o | 127635 | 5.2% |
| Other values (3) | 323351 |
| Distinct | 84 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| 31-10-18 | 8826 |
|---|---|
| 24-10-18 | 6701 |
| 31-08-18 | 6690 |
| 23-10-18 | 6440 |
| 26-10-18 | 6215 |
| Other values (79) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 1865232 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 03-08-18 |
|---|---|
| 2nd row | 26-09-18 |
| 3rd row | 01-08-18 |
| 4th row | 26-10-18 |
| 5th row | 26-09-18 |
Common Values
| Value | Count | Frequency (%) |
| 31-10-18 | 8826 | 3.8% |
| 24-10-18 | 6701 | 2.9% |
| 31-08-18 | 6690 | 2.9% |
| 23-10-18 | 6440 | 2.8% |
| 26-10-18 | 6215 | 2.7% |
| 25-10-18 | 5944 | 2.5% |
| 22-10-18 | 5928 | 2.5% |
| 30-10-18 | 5837 | 2.5% |
| 30-08-18 | 4664 | 2.0% |
| 29-10-18 | 4389 | 1.9% |
| Other values (74) | 171520 |
Length
| Value | Count | Frequency (%) |
| 31-10-18 | 8826 | 3.8% |
| 24-10-18 | 6701 | 2.9% |
| 31-08-18 | 6690 | 2.9% |
| 23-10-18 | 6440 | 2.8% |
| 26-10-18 | 6215 | 2.7% |
| 25-10-18 | 5944 | 2.5% |
| 22-10-18 | 5928 | 2.5% |
| 30-10-18 | 5837 | 2.5% |
| 30-08-18 | 4664 | 2.0% |
| 29-10-18 | 4389 | 1.9% |
| Other values (74) | 171520 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 466308 | |
| 1 | 428718 | |
| 8 | 323341 | |
| 0 | 297295 | |
| 2 | 121474 | 6.5% |
| 9 | 88434 | 4.7% |
| 3 | 51363 | 2.8% |
| 4 | 24447 | 1.3% |
| 6 | 23674 | 1.3% |
| 7 | 20740 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1398924 | |
| Dash Punctuation | 466308 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 428718 | |
| 8 | 323341 | |
| 0 | 297295 | |
| 2 | 121474 | 8.7% |
| 9 | 88434 | 6.3% |
| 3 | 51363 | 3.7% |
| 4 | 24447 | 1.7% |
| 6 | 23674 | 1.7% |
| 7 | 20740 | 1.5% |
| 5 | 19438 | 1.4% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 466308 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1865232 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 466308 | |
| 1 | 428718 | |
| 8 | 323341 | |
| 0 | 297295 | |
| 2 | 121474 | 6.5% |
| 9 | 88434 | 4.7% |
| 3 | 51363 | 2.8% |
| 4 | 24447 | 1.3% |
| 6 | 23674 | 1.3% |
| 7 | 20740 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1865232 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 466308 | |
| 1 | 428718 | |
| 8 | 323341 | |
| 0 | 297295 | |
| 2 | 121474 | 6.5% |
| 9 | 88434 | 4.7% |
| 3 | 51363 | 2.8% |
| 4 | 24447 | 1.3% |
| 6 | 23674 | 1.3% |
| 7 | 20740 | 1.1% |
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.262242981 |
| Minimum | 1 |
|---|---|
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 6 |
| Q3 | 10 |
| 95-th percentile | 16 |
| Maximum | 22 |
| Range | 21 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.482229504 |
|---|---|
| Coefficient of variation (CV) | 0.6171963009 |
| Kurtosis | -0.3282549048 |
| Mean | 7.262242981 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.8219713926 |
| Sum | 1693221 |
| Variance | 20.09038133 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 44870 | |
| 3 | 34078 | |
| 6 | 33505 | |
| 13 | 17884 | 7.7% |
| 9 | 16022 | 6.9% |
| 8 | 14197 | 6.1% |
| 5 | 10177 | 4.4% |
| 14 | 9414 | 4.0% |
| 1 | 8936 | 3.8% |
| 7 | 6786 | 2.9% |
| Other values (12) | 37285 |
| Value | Count | Frequency (%) |
| 1 | 8936 | 3.8% |
| 2 | 4160 | 1.8% |
| 3 | 34078 | |
| 4 | 44870 | |
| 5 | 10177 | 4.4% |
| 6 | 33505 | |
| 7 | 6786 | 2.9% |
| 8 | 14197 | 6.1% |
| 9 | 16022 | 6.9% |
| 10 | 3605 | 1.5% |
| Value | Count | Frequency (%) |
| 22 | 76 | < 0.1% |
| 21 | 156 | 0.1% |
| 20 | 185 | 0.1% |
| 19 | 1035 | 0.4% |
| 18 | 5412 | 2.3% |
| 17 | 3991 | 1.7% |
| 16 | 2685 | 1.2% |
| 15 | 5049 | 2.2% |
| 14 | 9414 | |
| 13 | 17884 |
| Distinct | 3270 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1549.477148 |
| Minimum | 1 |
|---|---|
| Maximum | 3795 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 149 |
| Q1 | 713 |
| median | 1451 |
| Q3 | 2362 |
| 95-th percentile | 3186 |
| Maximum | 3795 |
| Range | 3794 |
| Interquartile range (IQR) | 1649 |
Descriptive statistics
| Standard deviation | 975.2612778 |
|---|---|
| Coefficient of variation (CV) | 0.6294131404 |
| Kurtosis | -1.052600731 |
| Mean | 1549.477148 |
| Median Absolute Deviation (MAD) | 810 |
| Skewness | 0.2443133823 |
| Sum | 361266795 |
| Variance | 951134.5599 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2546 | 628 | 0.3% |
| 620 | 502 | 0.2% |
| 255 | 494 | 0.2% |
| 130 | 408 | 0.2% |
| 2153 | 401 | 0.2% |
| 956 | 369 | 0.2% |
| 184 | 361 | 0.2% |
| 1466 | 355 | 0.2% |
| 1494 | 352 | 0.2% |
| 64 | 351 | 0.2% |
| Other values (3260) | 228933 |
| Value | Count | Frequency (%) |
| 1 | 80 | |
| 3 | 149 | |
| 4 | 67 | |
| 5 | 99 | |
| 7 | 144 | |
| 9 | 56 | < 0.1% |
| 10 | 44 | < 0.1% |
| 11 | 85 | |
| 12 | 119 | |
| 15 | 88 |
| Value | Count | Frequency (%) |
| 3795 | 1 | < 0.1% |
| 3794 | 1 | < 0.1% |
| 3793 | 1 | < 0.1% |
| 3792 | 1 | < 0.1% |
| 3791 | 3 | |
| 3790 | 1 | < 0.1% |
| 3789 | 2 | |
| 3788 | 1 | < 0.1% |
| 3787 | 2 | |
| 3786 | 3 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 233154 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 233154 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 233154 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 233154 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 233154 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 233154 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 233154 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 233154 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 233154 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 233154 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 233154 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 195924 | |
| 0 | 37230 | 16.0% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 195924 | |
| 0 | 37230 | 16.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 195924 | |
| 0 | 37230 | 16.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 233154 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 195924 | |
| 0 | 37230 | 16.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 233154 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 195924 | |
| 0 | 37230 | 16.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 233154 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 195924 | |
| 0 | 37230 | 16.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| 0 | |
|---|---|
| 1 | 17621 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 233154 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 215533 | |
| 1 | 17621 | 7.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 215533 | |
| 1 | 17621 | 7.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 215533 | |
| 1 | 17621 | 7.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 233154 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 215533 | |
| 1 | 17621 | 7.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 233154 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 215533 | |
| 1 | 17621 | 7.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 233154 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 215533 | |
| 1 | 17621 | 7.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 233154 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 199360 | |
| 1 | 33794 | 14.5% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 199360 | |
| 1 | 33794 | 14.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 199360 | |
| 1 | 33794 | 14.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 233154 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 199360 | |
| 1 | 33794 | 14.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 233154 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 199360 | |
| 1 | 33794 | 14.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 233154 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 199360 | |
| 1 | 33794 | 14.5% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| 0 | |
|---|---|
| 1 | 5419 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 233154 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 227735 | |
| 1 | 5419 | 2.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 227735 | |
| 1 | 5419 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 227735 | |
| 1 | 5419 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 233154 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 227735 | |
| 1 | 5419 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 233154 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 227735 | |
| 1 | 5419 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 233154 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 227735 | |
| 1 | 5419 | 2.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| 0 | |
|---|---|
| 1 | 496 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 233154 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 232658 | |
| 1 | 496 | 0.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 232658 | |
| 1 | 496 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 232658 | |
| 1 | 496 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 233154 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 232658 | |
| 1 | 496 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 233154 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 232658 | |
| 1 | 496 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 233154 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 232658 | |
| 1 | 496 | 0.2% |
| Distinct | 573 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 289.4629944 |
| Minimum | 0 |
|---|---|
| Maximum | 890 |
| Zeros | 116950 |
| Zeros (%) | 50.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 678 |
| 95-th percentile | 825 |
| Maximum | 890 |
| Range | 890 |
| Interquartile range (IQR) | 678 |
Descriptive statistics
| Standard deviation | 338.374779 |
|---|---|
| Coefficient of variation (CV) | 1.168974223 |
| Kurtosis | -1.635257516 |
| Mean | 289.4629944 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.4451504642 |
| Sum | 67489455 |
| Variance | 114497.4911 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 116950 | |
| 300 | 8776 | 3.8% |
| 738 | 8662 | 3.7% |
| 825 | 7393 | 3.2% |
| 15 | 3765 | 1.6% |
| 17 | 3672 | 1.6% |
| 763 | 3026 | 1.3% |
| 16 | 2885 | 1.2% |
| 708 | 2104 | 0.9% |
| 737 | 1989 | 0.9% |
| Other values (563) | 73932 |
| Value | Count | Frequency (%) |
| 0 | 116950 | |
| 11 | 3 | < 0.1% |
| 14 | 976 | 0.4% |
| 15 | 3765 | 1.6% |
| 16 | 2885 | 1.2% |
| 17 | 3672 | 1.6% |
| 18 | 1534 | 0.7% |
| 300 | 8776 | 3.8% |
| 301 | 9 | < 0.1% |
| 302 | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 890 | 4 | < 0.1% |
| 884 | 1 | < 0.1% |
| 879 | 62 | |
| 878 | 7 | < 0.1% |
| 873 | 9 | < 0.1% |
| 870 | 28 | |
| 869 | 7 | < 0.1% |
| 868 | 2 | < 0.1% |
| 867 | 1 | < 0.1% |
| 864 | 9 | < 0.1% |
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| No Bureau History Available | |
|---|---|
| C-Very Low Risk | |
| A-Very Low Risk | |
| D-Very Low Risk | 11358 |
| B-Very Low Risk | 9201 |
| Other values (15) |
Length
| Max length | 55 |
|---|---|
| Median length | 27 |
| Mean length | 22.20342778 |
| Min length | 10 |
Characters and Unicode
| Total characters | 5176818 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No Bureau History Available |
|---|---|
| 2nd row | I-Medium Risk |
| 3rd row | No Bureau History Available |
| 4th row | L-Very High Risk |
| 5th row | No Bureau History Available |
Common Values
| Value | Count | Frequency (%) |
| No Bureau History Available | 116950 | |
| C-Very Low Risk | 16045 | 6.9% |
| A-Very Low Risk | 14124 | 6.1% |
| D-Very Low Risk | 11358 | 4.9% |
| B-Very Low Risk | 9201 | 3.9% |
| M-Very High Risk | 8776 | 3.8% |
| F-Low Risk | 8485 | 3.6% |
| K-High Risk | 8277 | 3.6% |
| H-Medium Risk | 6855 | 2.9% |
| E-Low Risk | 5821 | 2.5% |
| Other values (10) | 27262 | 11.7% |
Length
| Value | Count | Frequency (%) |
| available | 125921 | |
| no | 121369 | |
| history | 120715 | |
| bureau | 116950 | |
| risk | 103369 | |
| low | 50728 | 6.1% |
| not | 20272 | 2.4% |
| c-very | 16045 | 1.9% |
| a-very | 14124 | 1.7% |
| scored | 12835 | 1.5% |
| Other values (35) | 133161 |
Most occurring characters
| Value | Count | Frequency (%) |
| 602335 | 11.6% | |
| i | 402074 | 7.8% |
| a | 382885 | 7.4% |
| o | 367190 | 7.1% |
| e | 355830 | 6.9% |
| r | 319650 | 6.2% |
| u | 261288 | 5.0% |
| l | 254352 | 4.9% |
| s | 238131 | 4.6% |
| y | 185214 | 3.6% |
| Other values (40) | 1807869 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3545463 | |
| Uppercase Letter | 903972 | 17.5% |
| Space Separator | 602335 | 11.6% |
| Dash Punctuation | 103369 | 2.0% |
| Other Punctuation | 12835 | 0.2% |
| Decimal Number | 3074 | 0.1% |
| Open Punctuation | 2885 | 0.1% |
| Close Punctuation | 2885 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 402074 | |
| a | 382885 | |
| o | 367190 | |
| e | 355830 | |
| r | 319650 | |
| u | 261288 | |
| l | 254352 | |
| s | 238131 | 6.7% |
| y | 185214 | 5.2% |
| t | 172108 | 4.9% |
| Other values (12) | 606741 |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 149505 | |
| N | 141641 | |
| A | 137727 | |
| B | 126151 | |
| R | 103369 | |
| L | 70156 | |
| V | 60638 | |
| M | 21191 | 2.3% |
| S | 16600 | 1.8% |
| C | 16045 | 1.8% |
| Other values (9) | 60949 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 1534 | |
| 6 | 1534 | |
| 5 | 3 | 0.1% |
| 0 | 3 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 602335 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 103369 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 12835 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 2885 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 2885 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4449435 | |
| Common | 727383 | 14.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 402074 | 9.0% |
| a | 382885 | 8.6% |
| o | 367190 | 8.3% |
| e | 355830 | 8.0% |
| r | 319650 | 7.2% |
| u | 261288 | 5.9% |
| l | 254352 | 5.7% |
| s | 238131 | 5.4% |
| y | 185214 | 4.2% |
| t | 172108 | 3.9% |
| Other values (31) | 1510713 |
Common
| Value | Count | Frequency (%) |
| 602335 | ||
| - | 103369 | 14.2% |
| : | 12835 | 1.8% |
| ( | 2885 | 0.4% |
| ) | 2885 | 0.4% |
| 3 | 1534 | 0.2% |
| 6 | 1534 | 0.2% |
| 5 | 3 | < 0.1% |
| 0 | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5176818 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 602335 | 11.6% | |
| i | 402074 | 7.8% |
| a | 382885 | 7.4% |
| o | 367190 | 7.1% |
| e | 355830 | 6.9% |
| r | 319650 | 6.2% |
| u | 261288 | 5.0% |
| l | 254352 | 4.9% |
| s | 238131 | 4.6% |
| y | 185214 | 3.6% |
| Other values (40) | 1807869 |
| Distinct | 108 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.440635803 |
| Minimum | 0 |
|---|---|
| Maximum | 453 |
| Zeros | 116950 |
| Zeros (%) | 50.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 11 |
| Maximum | 453 |
| Range | 453 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.217233022 |
|---|---|
| Coefficient of variation (CV) | 2.137653236 |
| Kurtosis | 415.6865802 |
| Mean | 2.440635803 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.744845323 |
| Sum | 569044 |
| Variance | 27.2195204 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 116950 | |
| 1 | 34978 | 15.0% |
| 2 | 19784 | 8.5% |
| 3 | 13015 | 5.6% |
| 4 | 9323 | 4.0% |
| 5 | 7222 | 3.1% |
| 6 | 5557 | 2.4% |
| 7 | 4411 | 1.9% |
| 8 | 3570 | 1.5% |
| 9 | 2884 | 1.2% |
| Other values (98) | 15460 | 6.6% |
| Value | Count | Frequency (%) |
| 0 | 116950 | |
| 1 | 34978 | 15.0% |
| 2 | 19784 | 8.5% |
| 3 | 13015 | 5.6% |
| 4 | 9323 | 4.0% |
| 5 | 7222 | 3.1% |
| 6 | 5557 | 2.4% |
| 7 | 4411 | 1.9% |
| 8 | 3570 | 1.5% |
| 9 | 2884 | 1.2% |
| Value | Count | Frequency (%) |
| 453 | 1 | |
| 354 | 1 | |
| 271 | 1 | |
| 194 | 1 | |
| 148 | 2 | |
| 147 | 1 | |
| 136 | 1 | |
| 132 | 1 | |
| 131 | 1 | |
| 124 | 1 |
| Distinct | 40 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.039896378 |
| Minimum | 0 |
|---|---|
| Maximum | 144 |
| Zeros | 137016 |
| Zeros (%) | 58.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 144 |
| Range | 144 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.941496441 |
|---|---|
| Coefficient of variation (CV) | 1.867009524 |
| Kurtosis | 155.1340347 |
| Mean | 1.039896378 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.371850177 |
| Sum | 242456 |
| Variance | 3.769408431 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 137016 | |
| 1 | 42055 | 18.0% |
| 2 | 21549 | 9.2% |
| 3 | 12268 | 5.3% |
| 4 | 7460 | 3.2% |
| 5 | 4542 | 1.9% |
| 6 | 2788 | 1.2% |
| 7 | 1795 | 0.8% |
| 8 | 1202 | 0.5% |
| 9 | 756 | 0.3% |
| Other values (30) | 1723 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 137016 | |
| 1 | 42055 | 18.0% |
| 2 | 21549 | 9.2% |
| 3 | 12268 | 5.3% |
| 4 | 7460 | 3.2% |
| 5 | 4542 | 1.9% |
| 6 | 2788 | 1.2% |
| 7 | 1795 | 0.8% |
| 8 | 1202 | 0.5% |
| 9 | 756 | 0.3% |
| Value | Count | Frequency (%) |
| 144 | 1 | |
| 65 | 1 | |
| 52 | 1 | |
| 43 | 1 | |
| 42 | 1 | |
| 39 | 1 | |
| 37 | 2 | |
| 35 | 2 | |
| 34 | 2 | |
| 32 | 2 |
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1565488904 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 206879 |
| Zeros (%) | 88.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5487867499 |
|---|---|
| Coefficient of variation (CV) | 3.505529476 |
| Kurtosis | 125.7317653 |
| Mean | 0.1565488904 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.512927466 |
| Sum | 36500 |
| Variance | 0.3011668968 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 206879 | |
| 1 | 19970 | 8.6% |
| 2 | 4302 | 1.8% |
| 3 | 1202 | 0.5% |
| 4 | 404 | 0.2% |
| 5 | 166 | 0.1% |
| 6 | 96 | < 0.1% |
| 7 | 38 | < 0.1% |
| 8 | 27 | < 0.1% |
| 9 | 25 | < 0.1% |
| Other values (12) | 45 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 206879 | |
| 1 | 19970 | 8.6% |
| 2 | 4302 | 1.8% |
| 3 | 1202 | 0.5% |
| 4 | 404 | 0.2% |
| 5 | 166 | 0.1% |
| 6 | 96 | < 0.1% |
| 7 | 38 | < 0.1% |
| 8 | 27 | < 0.1% |
| 9 | 25 | < 0.1% |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 18 | 2 | < 0.1% |
| 17 | 2 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 5 | |
| 13 | 5 | |
| 12 | 8 |
| Distinct | 71341 |
|---|---|
| Distinct (%) | 30.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 165900.0769 |
| Minimum | -6678296 |
|---|---|
| Maximum | 96524920 |
| Zeros | 141696 |
| Zeros (%) | 60.8% |
| Negative | 448 |
| Negative (%) | 0.2% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | -6678296 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 35006.5 |
| 95-th percentile | 804263.8 |
| Maximum | 96524920 |
| Range | 103203216 |
| Interquartile range (IQR) | 35006.5 |
Descriptive statistics
| Standard deviation | 942273.5824 |
|---|---|
| Coefficient of variation (CV) | 5.679765795 |
| Kurtosis | 1616.817918 |
| Mean | 165900.0769 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 29.42581325 |
| Sum | 3.868026654 × 1010 |
| Variance | 8.87879504 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 141696 | |
| 800 | 121 | 0.1% |
| 400 | 119 | 0.1% |
| 30000 | 100 | < 0.1% |
| 50000 | 84 | < 0.1% |
| 100000 | 83 | < 0.1% |
| 40000 | 77 | < 0.1% |
| 25000 | 73 | < 0.1% |
| 20000 | 66 | < 0.1% |
| 60000 | 61 | < 0.1% |
| Other values (71331) | 90674 |
| Value | Count | Frequency (%) |
| -6678296 | 1 | |
| -2018309 | 1 | |
| -1738415 | 1 | |
| -1408314 | 1 | |
| -1306449 | 1 | |
| -1178242 | 1 | |
| -1108114 | 1 | |
| -931644 | 1 | |
| -763599 | 1 | |
| -754060 | 1 |
| Value | Count | Frequency (%) |
| 96524920 | 1 | |
| 75603400 | 1 | |
| 66406160 | 1 | |
| 63531320 | 1 | |
| 63359040 | 1 | |
| 61367688 | 1 | |
| 56385824 | 1 | |
| 56163544 | 1 | |
| 52503152 | 1 | |
| 52367960 | 1 |
| Distinct | 44390 |
|---|---|
| Distinct (%) | 19.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 218503.8553 |
| Minimum | 0 |
|---|---|
| Maximum | 1000000000 |
| Zeros | 138096 |
| Zeros (%) | 59.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 62500 |
| 95-th percentile | 1030280.05 |
| Maximum | 1000000000 |
| Range | 1000000000 |
| Interquartile range (IQR) | 62500 |
Descriptive statistics
| Standard deviation | 2374794.126 |
|---|---|
| Coefficient of variation (CV) | 10.86843123 |
| Kurtosis | 134834.0411 |
| Mean | 218503.8553 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 323.6972121 |
| Sum | 5.094504788 × 1010 |
| Variance | 5.63964714 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 138096 | |
| 50000 | 1503 | 0.6% |
| 30000 | 1450 | 0.6% |
| 100000 | 974 | 0.4% |
| 25000 | 946 | 0.4% |
| 40000 | 873 | 0.4% |
| 20000 | 858 | 0.4% |
| 60000 | 611 | 0.3% |
| 200000 | 607 | 0.3% |
| 15000 | 565 | 0.2% |
| Other values (44380) | 86671 |
| Value | Count | Frequency (%) |
| 0 | 138096 | |
| 1 | 35 | < 0.1% |
| 2 | 24 | < 0.1% |
| 3 | 20 | < 0.1% |
| 4 | 20 | < 0.1% |
| 5 | 15 | < 0.1% |
| 6 | 10 | < 0.1% |
| 7 | 13 | < 0.1% |
| 8 | 15 | < 0.1% |
| 9 | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 1000000000 | 1 | |
| 105865712 | 1 | |
| 100425000 | 1 | |
| 92622816 | 1 | |
| 86323888 | 1 | |
| 80327560 | 1 | |
| 79012752 | 1 | |
| 76128712 | 1 | |
| 69847456 | 1 | |
| 69828000 | 1 |
| Distinct | 47909 |
|---|---|
| Distinct (%) | 20.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 218065.8987 |
| Minimum | 0 |
|---|---|
| Maximum | 1000000000 |
| Zeros | 138204 |
| Zeros (%) | 59.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 60800 |
| 95-th percentile | 1027992.85 |
| Maximum | 1000000000 |
| Range | 1000000000 |
| Interquartile range (IQR) | 60800 |
Descriptive statistics
| Standard deviation | 2377743.846 |
|---|---|
| Coefficient of variation (CV) | 10.90378579 |
| Kurtosis | 134167.2476 |
| Mean | 218065.8987 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 322.5414945 |
| Sum | 5.084293654 × 1010 |
| Variance | 5.653665798 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 138204 | |
| 50000 | 1398 | 0.6% |
| 30000 | 1344 | 0.6% |
| 100000 | 949 | 0.4% |
| 40000 | 794 | 0.3% |
| 25000 | 748 | 0.3% |
| 20000 | 670 | 0.3% |
| 200000 | 613 | 0.3% |
| 300000 | 549 | 0.2% |
| 60000 | 542 | 0.2% |
| Other values (47899) | 87343 |
| Value | Count | Frequency (%) |
| 0 | 138204 | |
| 1 | 44 | < 0.1% |
| 2 | 25 | < 0.1% |
| 3 | 20 | < 0.1% |
| 4 | 19 | < 0.1% |
| 5 | 15 | < 0.1% |
| 6 | 10 | < 0.1% |
| 7 | 13 | < 0.1% |
| 8 | 15 | < 0.1% |
| 9 | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 1000000000 | 1 | |
| 105755712 | 1 | |
| 100425000 | 1 | |
| 92628728 | 1 | |
| 86024784 | 1 | |
| 80349168 | 1 | |
| 79012752 | 1 | |
| 76128712 | 1 | |
| 69847456 | 1 | |
| 69715944 | 1 |
| Distinct | 37 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05908112235 |
| Minimum | 0 |
|---|---|
| Maximum | 52 |
| Zeros | 227289 |
| Zeros (%) | 97.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 52 |
| Range | 52 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6267945848 |
|---|---|
| Coefficient of variation (CV) | 10.60905006 |
| Kurtosis | 1283.023577 |
| Mean | 0.05908112235 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 27.98609032 |
| Sum | 13775 |
| Variance | 0.3928714515 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 227289 | |
| 1 | 3466 | 1.5% |
| 2 | 1036 | 0.4% |
| 3 | 444 | 0.2% |
| 4 | 292 | 0.1% |
| 5 | 148 | 0.1% |
| 6 | 119 | 0.1% |
| 7 | 75 | < 0.1% |
| 8 | 68 | < 0.1% |
| 9 | 38 | < 0.1% |
| Other values (27) | 179 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 227289 | |
| 1 | 3466 | 1.5% |
| 2 | 1036 | 0.4% |
| 3 | 444 | 0.2% |
| 4 | 292 | 0.1% |
| 5 | 148 | 0.1% |
| 6 | 119 | 0.1% |
| 7 | 75 | < 0.1% |
| 8 | 68 | < 0.1% |
| 9 | 38 | < 0.1% |
| Value | Count | Frequency (%) |
| 52 | 1 | < 0.1% |
| 46 | 2 | |
| 42 | 1 | < 0.1% |
| 38 | 2 | |
| 37 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 34 | 2 | |
| 31 | 4 | |
| 30 | 2 | |
| 29 | 1 | < 0.1% |
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02770272009 |
| Minimum | 0 |
|---|---|
| Maximum | 36 |
| Zeros | 229337 |
| Zeros (%) | 98.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 36 |
| Range | 36 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3160566085 |
|---|---|
| Coefficient of variation (CV) | 11.40886554 |
| Kurtosis | 1771.260421 |
| Mean | 0.02770272009 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 30.59951015 |
| Sum | 6459 |
| Variance | 0.09989177978 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 229337 | |
| 1 | 2684 | 1.2% |
| 2 | 636 | 0.3% |
| 3 | 195 | 0.1% |
| 4 | 116 | < 0.1% |
| 5 | 65 | < 0.1% |
| 6 | 32 | < 0.1% |
| 7 | 22 | < 0.1% |
| 8 | 17 | < 0.1% |
| 9 | 11 | < 0.1% |
| Other values (13) | 39 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 229337 | |
| 1 | 2684 | 1.2% |
| 2 | 636 | 0.3% |
| 3 | 195 | 0.1% |
| 4 | 116 | < 0.1% |
| 5 | 65 | < 0.1% |
| 6 | 32 | < 0.1% |
| 7 | 22 | < 0.1% |
| 8 | 17 | < 0.1% |
| 9 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 22 | 2 | |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 2 | |
| 15 | 4 | |
| 14 | 1 | < 0.1% |
| 13 | 3 |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.007244139067 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 231817 |
| Zeros (%) | 99.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1110789236 |
|---|---|
| Coefficient of variation (CV) | 15.33362662 |
| Kurtosis | 866.5712603 |
| Mean | 0.007244139067 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.12927125 |
| Sum | 1689 |
| Variance | 0.01233852727 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 231817 | |
| 1 | 1129 | 0.5% |
| 2 | 126 | 0.1% |
| 3 | 47 | < 0.1% |
| 4 | 19 | < 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 6 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 231817 | |
| 1 | 1129 | 0.5% |
| 2 | 126 | 0.1% |
| 3 | 47 | < 0.1% |
| 4 | 19 | < 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 6 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 6 | < 0.1% |
| 5 | 8 | < 0.1% |
| 4 | 19 | < 0.1% |
| 3 | 47 | < 0.1% |
| 2 | 126 | 0.1% |
| 1 | 1129 | 0.5% |
| 0 | 231817 |
| Distinct | 3246 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5427.792819 |
| Minimum | -574647 |
|---|---|
| Maximum | 36032852 |
| Zeros | 229790 |
| Zeros (%) | 98.6% |
| Negative | 61 |
| Negative (%) | < 0.1% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | -574647 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 36032852 |
| Range | 36607499 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 170236.9946 |
|---|---|
| Coefficient of variation (CV) | 31.36394485 |
| Kurtosis | 17243.66322 |
| Mean | 5427.792819 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 108.5062952 |
| Sum | 1265511607 |
| Variance | 2.898063434 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 229790 | |
| 800 | 10 | < 0.1% |
| 400 | 8 | < 0.1% |
| 100 | 8 | < 0.1% |
| 1200 | 6 | < 0.1% |
| 589 | 6 | < 0.1% |
| -1 | 5 | < 0.1% |
| 1600 | 4 | < 0.1% |
| 1 | 4 | < 0.1% |
| 1070 | 4 | < 0.1% |
| Other values (3236) | 3309 | 1.4% |
| Value | Count | Frequency (%) |
| -574647 | 1 | |
| -239782 | 1 | |
| -155527 | 1 | |
| -117138 | 1 | |
| -31290 | 1 | |
| -20000 | 1 | |
| -9625 | 1 | |
| -8606 | 1 | |
| -7730 | 1 | |
| -7370 | 1 |
| Value | Count | Frequency (%) |
| 36032852 | 1 | |
| 29560540 | 1 | |
| 24692024 | 1 | |
| 22497172 | 1 | |
| 19638280 | 1 | |
| 13607882 | 1 | |
| 12080102 | 1 | |
| 10779261 | 1 | |
| 10716039 | 1 | |
| 9801134 | 1 |
| Distinct | 2223 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7295.923347 |
| Minimum | 0 |
|---|---|
| Maximum | 30000000 |
| Zeros | 229418 |
| Zeros (%) | 98.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 30000000 |
| Range | 30000000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 183155.9931 |
|---|---|
| Coefficient of variation (CV) | 25.10388122 |
| Kurtosis | 8673.756765 |
| Mean | 7295.923347 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 75.25493196 |
| Sum | 1701073712 |
| Variance | 3.35461178 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 229418 | |
| 50000 | 83 | < 0.1% |
| 100000 | 61 | < 0.1% |
| 30000 | 44 | < 0.1% |
| 40000 | 39 | < 0.1% |
| 200000 | 38 | < 0.1% |
| 15000 | 36 | < 0.1% |
| 25000 | 35 | < 0.1% |
| 10000 | 33 | < 0.1% |
| 300000 | 31 | < 0.1% |
| Other values (2213) | 3336 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 229418 | |
| 1 | 6 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 30000000 | 1 | |
| 26888200 | 1 | |
| 25000000 | 1 | |
| 19800000 | 1 | |
| 18691002 | 1 | |
| 13607882 | 1 | |
| 12626000 | 1 | |
| 12511990 | 1 | |
| 12014300 | 1 | |
| 11900000 | 1 |
| Distinct | 2553 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7179.997873 |
| Minimum | 0 |
|---|---|
| Maximum | 30000000 |
| Zeros | 229450 |
| Zeros (%) | 98.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 30000000 |
| Range | 30000000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 182592.5001 |
|---|---|
| Coefficient of variation (CV) | 25.43071785 |
| Kurtosis | 8773.794348 |
| Mean | 7179.997873 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 75.76425191 |
| Sum | 1674045224 |
| Variance | 3.334002108 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 229450 | |
| 50000 | 59 | < 0.1% |
| 100000 | 47 | < 0.1% |
| 200000 | 36 | < 0.1% |
| 40000 | 31 | < 0.1% |
| 300000 | 30 | < 0.1% |
| 30000 | 26 | < 0.1% |
| 500000 | 25 | < 0.1% |
| 150000 | 23 | < 0.1% |
| 400000 | 21 | < 0.1% |
| Other values (2543) | 3406 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 229450 | |
| 1 | 5 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 30000000 | 1 | |
| 26888200 | 1 | |
| 25000000 | 1 | |
| 19800000 | 1 | |
| 18691002 | 1 | |
| 13607882 | 1 | |
| 12626000 | 1 | |
| 12511990 | 1 | |
| 12014300 | 1 | |
| 11900000 | 1 |
| Distinct | 28067 |
|---|---|
| Distinct (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13105.48172 |
| Minimum | 0 |
|---|---|
| Maximum | 25642806 |
| Zeros | 159517 |
| Zeros (%) | 68.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1999 |
| 95-th percentile | 26376.45 |
| Maximum | 25642806 |
| Range | 25642806 |
| Interquartile range (IQR) | 1999 |
Descriptive statistics
| Standard deviation | 151367.9047 |
|---|---|
| Coefficient of variation (CV) | 11.54996878 |
| Kurtosis | 8165.596601 |
| Mean | 13105.48172 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 69.91615647 |
| Sum | 3055595485 |
| Variance | 2.291224258 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 159517 | |
| 1620 | 292 | 0.1% |
| 1500 | 156 | 0.1% |
| 1600 | 144 | 0.1% |
| 2000 | 141 | 0.1% |
| 2500 | 136 | 0.1% |
| 1149 | 128 | 0.1% |
| 1250 | 124 | 0.1% |
| 1700 | 111 | < 0.1% |
| 1350 | 103 | < 0.1% |
| Other values (28057) | 72302 |
| Value | Count | Frequency (%) |
| 0 | 159517 | |
| 1 | 5 | < 0.1% |
| 2 | 4 | < 0.1% |
| 3 | 19 | < 0.1% |
| 4 | 15 | < 0.1% |
| 5 | 12 | < 0.1% |
| 6 | 22 | < 0.1% |
| 7 | 14 | < 0.1% |
| 8 | 14 | < 0.1% |
| 9 | 18 | < 0.1% |
| Value | Count | Frequency (%) |
| 25642806 | 1 | |
| 20766553 | 1 | |
| 17408822 | 1 | |
| 15518546 | 1 | |
| 15420411 | 1 | |
| 15019914 | 1 | |
| 14599252 | 1 | |
| 12870191 | 1 | |
| 11305579 | 1 | |
| 8470059 | 1 |
| Distinct | 1918 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 323.2684492 |
| Minimum | 0 |
|---|---|
| Maximum | 4170901 |
| Zeros | 230937 |
| Zeros (%) | 99.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4170901 |
| Range | 4170901 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 15553.69134 |
|---|---|
| Coefficient of variation (CV) | 48.11385515 |
| Kurtosis | 33069.81458 |
| Mean | 323.2684492 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 153.8063689 |
| Sum | 75371332 |
| Variance | 241917314.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 230937 | |
| 2100 | 7 | < 0.1% |
| 1232 | 6 | < 0.1% |
| 1100 | 6 | < 0.1% |
| 1065 | 6 | < 0.1% |
| 5000 | 6 | < 0.1% |
| 1565 | 5 | < 0.1% |
| 1834 | 5 | < 0.1% |
| 2400 | 5 | < 0.1% |
| 50000 | 5 | < 0.1% |
| Other values (1908) | 2166 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 230937 | |
| 1 | 4 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| 16 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 4170901 | 1 | |
| 3246710 | 1 | |
| 1814000 | 1 | |
| 1661220 | 1 | |
| 1589946 | 1 | |
| 1447600 | 1 | |
| 1231166 | 1 | |
| 1113118 | 1 | |
| 1020000 | 1 | |
| 842483 | 1 |
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3818334663 |
| Minimum | 0 |
|---|---|
| Maximum | 35 |
| Zeros | 181494 |
| Zeros (%) | 77.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 35 |
| Range | 35 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9551067235 |
|---|---|
| Coefficient of variation (CV) | 2.501369858 |
| Kurtosis | 47.34398878 |
| Mean | 0.3818334663 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.83932582 |
| Sum | 89026 |
| Variance | 0.9122288533 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 181494 | |
| 1 | 32099 | 13.8% |
| 2 | 11015 | 4.7% |
| 3 | 4458 | 1.9% |
| 4 | 1957 | 0.8% |
| 5 | 964 | 0.4% |
| 6 | 480 | 0.2% |
| 7 | 302 | 0.1% |
| 8 | 147 | 0.1% |
| 9 | 79 | < 0.1% |
| Other values (16) | 159 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 181494 | |
| 1 | 32099 | 13.8% |
| 2 | 11015 | 4.7% |
| 3 | 4458 | 1.9% |
| 4 | 1957 | 0.8% |
| 5 | 964 | 0.4% |
| 6 | 480 | 0.2% |
| 7 | 302 | 0.1% |
| 8 | 147 | 0.1% |
| 9 | 79 | < 0.1% |
| Value | Count | Frequency (%) |
| 35 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 23 | 2 | < 0.1% |
| 22 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 3 | |
| 19 | 2 | < 0.1% |
| 18 | 2 | < 0.1% |
| 17 | 6 | |
| 16 | 6 |
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09748063512 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 214959 |
| Zeros (%) | 92.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3844389912 |
|---|---|
| Coefficient of variation (CV) | 3.943747297 |
| Kurtosis | 98.77513272 |
| Mean | 0.09748063512 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.641995783 |
| Sum | 22728 |
| Variance | 0.147793338 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 214959 | |
| 1 | 14941 | 6.4% |
| 2 | 2470 | 1.1% |
| 3 | 537 | 0.2% |
| 4 | 138 | 0.1% |
| 5 | 58 | < 0.1% |
| 6 | 20 | < 0.1% |
| 7 | 13 | < 0.1% |
| 8 | 7 | < 0.1% |
| 12 | 3 | < 0.1% |
| Other values (4) | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 214959 | |
| 1 | 14941 | 6.4% |
| 2 | 2470 | 1.1% |
| 3 | 537 | 0.2% |
| 4 | 138 | 0.1% |
| 5 | 58 | < 0.1% |
| 6 | 20 | < 0.1% |
| 7 | 13 | < 0.1% |
| 8 | 7 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 12 | 3 | < 0.1% |
| 11 | 3 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 7 | < 0.1% |
| 7 | 13 | < 0.1% |
| 6 | 20 | < 0.1% |
| 5 | 58 | |
| 4 | 138 |
| Distinct | 192 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| 0yrs 0mon | |
|---|---|
| 0yrs 6mon | 6028 |
| 0yrs 7mon | 5366 |
| 0yrs 11mon | 5237 |
| 0yrs 10mon | 5143 |
| Other values (187) |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 9.077193615 |
| Min length | 9 |
Characters and Unicode
| Total characters | 2116384 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 21 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0yrs 0mon |
|---|---|
| 2nd row | 1yrs 11mon |
| 3rd row | 0yrs 0mon |
| 4th row | 0yrs 8mon |
| 5th row | 0yrs 0mon |
Common Values
| Value | Count | Frequency (%) |
| 0yrs 0mon | 119373 | |
| 0yrs 6mon | 6028 | 2.6% |
| 0yrs 7mon | 5366 | 2.3% |
| 0yrs 11mon | 5237 | 2.2% |
| 0yrs 10mon | 5143 | 2.2% |
| 1yrs 0mon | 5031 | 2.2% |
| 0yrs 9mon | 5018 | 2.2% |
| 0yrs 8mon | 4892 | 2.1% |
| 1yrs 1mon | 4465 | 1.9% |
| 0yrs 5mon | 4354 | 1.9% |
| Other values (182) | 68247 |
Length
| Value | Count | Frequency (%) |
| 0yrs | 168390 | |
| 0mon | 127976 | |
| 1yrs | 36650 | 7.9% |
| 2yrs | 14839 | 3.2% |
| 6mon | 11085 | 2.4% |
| 1mon | 10117 | 2.2% |
| 7mon | 9881 | 2.1% |
| 4mon | 9757 | 2.1% |
| 3mon | 9720 | 2.1% |
| 2mon | 9682 | 2.1% |
| Other values (24) | 58211 | 12.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 305338 | |
| r | 233154 | |
| s | 233154 | |
| 233154 | ||
| m | 233154 | |
| o | 233154 | |
| n | 233154 | |
| y | 233154 | |
| 1 | 73661 | 3.5% |
| 2 | 24581 | 1.2% |
| Other values (7) | 80726 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1398924 | |
| Decimal Number | 484306 | 22.9% |
| Space Separator | 233154 | 11.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 305338 | |
| 1 | 73661 | 15.2% |
| 2 | 24581 | 5.1% |
| 3 | 16378 | 3.4% |
| 4 | 12806 | 2.6% |
| 6 | 11900 | 2.5% |
| 5 | 11129 | 2.3% |
| 7 | 10350 | 2.1% |
| 8 | 9171 | 1.9% |
| 9 | 8992 | 1.9% |
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 233154 | |
| s | 233154 | |
| m | 233154 | |
| o | 233154 | |
| n | 233154 | |
| y | 233154 |
Space Separator
| Value | Count | Frequency (%) |
| 233154 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1398924 | |
| Common | 717460 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 305338 | |
| 233154 | ||
| 1 | 73661 | 10.3% |
| 2 | 24581 | 3.4% |
| 3 | 16378 | 2.3% |
| 4 | 12806 | 1.8% |
| 6 | 11900 | 1.7% |
| 5 | 11129 | 1.6% |
| 7 | 10350 | 1.4% |
| 8 | 9171 | 1.3% |
Latin
| Value | Count | Frequency (%) |
| r | 233154 | |
| s | 233154 | |
| m | 233154 | |
| o | 233154 | |
| n | 233154 | |
| y | 233154 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2116384 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 305338 | |
| r | 233154 | |
| s | 233154 | |
| 233154 | ||
| m | 233154 | |
| o | 233154 | |
| n | 233154 | |
| y | 233154 | |
| 1 | 73661 | 3.5% |
| 2 | 24581 | 1.2% |
| Other values (7) | 80726 | 3.8% |
| Distinct | 294 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| 0yrs 0mon | |
|---|---|
| 0yrs 6mon | 4761 |
| 2yrs 1mon | 4745 |
| 0yrs 7mon | 4017 |
| 2yrs 0mon | 3833 |
| Other values (289) |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 9.091218679 |
| Min length | 9 |
Characters and Unicode
| Total characters | 2119654 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 41 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0yrs 0mon |
|---|---|
| 2nd row | 1yrs 11mon |
| 3rd row | 0yrs 0mon |
| 4th row | 1yrs 3mon |
| 5th row | 0yrs 0mon |
Common Values
| Value | Count | Frequency (%) |
| 0yrs 0mon | 119127 | |
| 0yrs 6mon | 4761 | 2.0% |
| 2yrs 1mon | 4745 | 2.0% |
| 0yrs 7mon | 4017 | 1.7% |
| 2yrs 0mon | 3833 | 1.6% |
| 1yrs 0mon | 3389 | 1.5% |
| 1yrs 1mon | 3024 | 1.3% |
| 0yrs 11mon | 2627 | 1.1% |
| 0yrs 8mon | 2459 | 1.1% |
| 0yrs 9mon | 2403 | 1.0% |
| Other values (284) | 82769 |
Length
| Value | Count | Frequency (%) |
| 0yrs | 147802 | |
| 0mon | 130856 | |
| 1yrs | 26613 | 5.7% |
| 2yrs | 22613 | 4.8% |
| 1mon | 13696 | 2.9% |
| 3yrs | 11898 | 2.6% |
| 6mon | 11248 | 2.4% |
| 7mon | 10205 | 2.2% |
| 2mon | 9347 | 2.0% |
| 11mon | 8977 | 1.9% |
| Other values (37) | 73053 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 287799 | |
| r | 233154 | |
| s | 233154 | |
| 233154 | ||
| m | 233154 | |
| o | 233154 | |
| n | 233154 | |
| y | 233154 | |
| 1 | 71642 | 3.4% |
| 2 | 32802 | 1.5% |
| Other values (7) | 95333 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1398924 | |
| Decimal Number | 487576 | 23.0% |
| Space Separator | 233154 | 11.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 287799 | |
| 1 | 71642 | 14.7% |
| 2 | 32802 | 6.7% |
| 3 | 21171 | 4.3% |
| 4 | 15958 | 3.3% |
| 6 | 14259 | 2.9% |
| 5 | 13244 | 2.7% |
| 7 | 12200 | 2.5% |
| 8 | 9398 | 1.9% |
| 9 | 9103 | 1.9% |
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 233154 | |
| s | 233154 | |
| m | 233154 | |
| o | 233154 | |
| n | 233154 | |
| y | 233154 |
Space Separator
| Value | Count | Frequency (%) |
| 233154 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1398924 | |
| Common | 720730 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 287799 | |
| 233154 | ||
| 1 | 71642 | 9.9% |
| 2 | 32802 | 4.6% |
| 3 | 21171 | 2.9% |
| 4 | 15958 | 2.2% |
| 6 | 14259 | 2.0% |
| 5 | 13244 | 1.8% |
| 7 | 12200 | 1.7% |
| 8 | 9398 | 1.3% |
Latin
| Value | Count | Frequency (%) |
| r | 233154 | |
| s | 233154 | |
| m | 233154 | |
| o | 233154 | |
| n | 233154 | |
| y | 233154 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2119654 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 287799 | |
| r | 233154 | |
| s | 233154 | |
| 233154 | ||
| m | 233154 | |
| o | 233154 | |
| n | 233154 | |
| y | 233154 | |
| 1 | 71642 | 3.4% |
| 2 | 32802 | 1.5% |
| Other values (7) | 95333 | 4.5% |
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2066145123 |
| Minimum | 0 |
|---|---|
| Maximum | 36 |
| Zeros | 201961 |
| Zeros (%) | 86.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 36 |
| Range | 36 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.7064977116 |
|---|---|
| Coefficient of variation (CV) | 3.419400233 |
| Kurtosis | 131.840382 |
| Mean | 0.2066145123 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.870682833 |
| Sum | 48173 |
| Variance | 0.4991390164 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 201961 | |
| 1 | 22285 | 9.6% |
| 2 | 5409 | 2.3% |
| 3 | 1767 | 0.8% |
| 4 | 760 | 0.3% |
| 5 | 343 | 0.1% |
| 6 | 239 | 0.1% |
| 7 | 135 | 0.1% |
| 8 | 105 | < 0.1% |
| 9 | 44 | < 0.1% |
| Other values (15) | 106 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 201961 | |
| 1 | 22285 | 9.6% |
| 2 | 5409 | 2.3% |
| 3 | 1767 | 0.8% |
| 4 | 760 | 0.3% |
| 5 | 343 | 0.1% |
| 6 | 239 | 0.1% |
| 7 | 135 | 0.1% |
| 8 | 105 | < 0.1% |
| 9 | 44 | < 0.1% |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 6 | |
| 18 | 4 | |
| 17 | 4 | |
| 16 | 3 | |
| 15 | 7 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 233154 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 182543 | |
| 1 | 50611 | 21.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 182543 | |
| 1 | 50611 | 21.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 182543 | |
| 1 | 50611 | 21.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 233154 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 182543 | |
| 1 | 50611 | 21.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 233154 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 182543 | |
| 1 | 50611 | 21.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 233154 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 182543 | |
| 1 | 50611 | 21.7% |
Auto
The auto setting is an easily interpretable pairwise column metric of the following mapping: vartype-vartype : method, categorical-categorical : Cramer's V, numerical-categorical : Cramer's V (using a discretized numerical column), numerical-numerical : Spearman's ρ. This configuration uses the best suitable for each pair of columns.Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| UniqueID | disbursed_amount | asset_cost | ltv | branch_id | supplier_id | manufacturer_id | Current_pincode_ID | Date.of.Birth | Employment.Type | DisbursalDate | State_ID | Employee_code_ID | MobileNo_Avl_Flag | Aadhar_flag | PAN_flag | VoterID_flag | Driving_flag | Passport_flag | PERFORM_CNS.SCORE | PERFORM_CNS.SCORE.DESCRIPTION | PRI.NO.OF.ACCTS | PRI.ACTIVE.ACCTS | PRI.OVERDUE.ACCTS | PRI.CURRENT.BALANCE | PRI.SANCTIONED.AMOUNT | PRI.DISBURSED.AMOUNT | SEC.NO.OF.ACCTS | SEC.ACTIVE.ACCTS | SEC.OVERDUE.ACCTS | SEC.CURRENT.BALANCE | SEC.SANCTIONED.AMOUNT | SEC.DISBURSED.AMOUNT | PRIMARY.INSTAL.AMT | SEC.INSTAL.AMT | NEW.ACCTS.IN.LAST.SIX.MONTHS | DELINQUENT.ACCTS.IN.LAST.SIX.MONTHS | AVERAGE.ACCT.AGE | CREDIT.HISTORY.LENGTH | NO.OF_INQUIRIES | loan_default | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 420825 | 50578 | 58400 | 89.55 | 67 | 22807 | 45 | 1441 | 01-01-84 | Salaried | 03-08-18 | 6 | 1998 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 0 |
| 1 | 537409 | 47145 | 65550 | 73.23 | 67 | 22807 | 45 | 1502 | 31-07-85 | Self employed | 26-09-18 | 6 | 1998 | 1 | 1 | 0 | 0 | 0 | 0 | 598 | I-Medium Risk | 1 | 1 | 1 | 27600 | 50200 | 50200 | 0 | 0 | 0 | 0 | 0 | 0 | 1991 | 0 | 0 | 1 | 1yrs 11mon | 1yrs 11mon | 0 | 1 |
| 2 | 417566 | 53278 | 61360 | 89.63 | 67 | 22807 | 45 | 1497 | 24-08-85 | Self employed | 01-08-18 | 6 | 1998 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 0 |
| 3 | 624493 | 57513 | 66113 | 88.48 | 67 | 22807 | 45 | 1501 | 30-12-93 | Self employed | 26-10-18 | 6 | 1998 | 1 | 1 | 0 | 0 | 0 | 0 | 305 | L-Very High Risk | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 31 | 0 | 0 | 0 | 0yrs 8mon | 1yrs 3mon | 1 | 1 |
| 4 | 539055 | 52378 | 60300 | 88.39 | 67 | 22807 | 45 | 1495 | 09-12-77 | Self employed | 26-09-18 | 6 | 1998 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 1 | 1 |
| 5 | 518279 | 54513 | 61900 | 89.66 | 67 | 22807 | 45 | 1501 | 08-09-90 | Self employed | 19-09-18 | 6 | 1998 | 1 | 1 | 0 | 0 | 0 | 0 | 825 | A-Very Low Risk | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1347 | 0 | 0 | 0 | 1yrs 9mon | 2yrs 0mon | 0 | 0 |
| 6 | 529269 | 46349 | 61500 | 76.42 | 67 | 22807 | 45 | 1502 | 01-06-88 | Salaried | 23-09-18 | 6 | 1998 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 0 |
| 7 | 510278 | 43894 | 61900 | 71.89 | 67 | 22807 | 45 | 1501 | 04-10-89 | Salaried | 16-09-18 | 6 | 1998 | 1 | 1 | 0 | 0 | 0 | 0 | 17 | Not Scored: Not Enough Info available on the customer | 1 | 1 | 0 | 72879 | 74500 | 74500 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 2mon | 0yrs 2mon | 0 | 0 |
| 8 | 490213 | 53713 | 61973 | 89.56 | 67 | 22807 | 45 | 1497 | 15-11-91 | Self employed | 05-09-18 | 6 | 1998 | 1 | 1 | 0 | 0 | 0 | 0 | 718 | D-Very Low Risk | 1 | 1 | 0 | -41 | 365384 | 365384 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4yrs 8mon | 4yrs 8mon | 1 | 0 |
| 9 | 510980 | 52603 | 61300 | 86.95 | 67 | 22807 | 45 | 1492 | 01-06-68 | Salaried | 16-09-18 | 6 | 1998 | 1 | 0 | 0 | 1 | 0 | 0 | 818 | A-Very Low Risk | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2608 | 0 | 0 | 0 | 1yrs 7mon | 1yrs 7mon | 0 | 0 |
Last rows
| UniqueID | disbursed_amount | asset_cost | ltv | branch_id | supplier_id | manufacturer_id | Current_pincode_ID | Date.of.Birth | Employment.Type | DisbursalDate | State_ID | Employee_code_ID | MobileNo_Avl_Flag | Aadhar_flag | PAN_flag | VoterID_flag | Driving_flag | Passport_flag | PERFORM_CNS.SCORE | PERFORM_CNS.SCORE.DESCRIPTION | PRI.NO.OF.ACCTS | PRI.ACTIVE.ACCTS | PRI.OVERDUE.ACCTS | PRI.CURRENT.BALANCE | PRI.SANCTIONED.AMOUNT | PRI.DISBURSED.AMOUNT | SEC.NO.OF.ACCTS | SEC.ACTIVE.ACCTS | SEC.OVERDUE.ACCTS | SEC.CURRENT.BALANCE | SEC.SANCTIONED.AMOUNT | SEC.DISBURSED.AMOUNT | PRIMARY.INSTAL.AMT | SEC.INSTAL.AMT | NEW.ACCTS.IN.LAST.SIX.MONTHS | DELINQUENT.ACCTS.IN.LAST.SIX.MONTHS | AVERAGE.ACCT.AGE | CREDIT.HISTORY.LENGTH | NO.OF_INQUIRIES | loan_default | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 233144 | 613161 | 56059 | 69001 | 83.04 | 34 | 23024 | 86 | 1044 | 15-06-63 | Salaried | 24-10-18 | 6 | 3705 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 0 |
| 233145 | 606146 | 49803 | 66973 | 76.15 | 34 | 21081 | 45 | 1051 | 23-12-85 | Self employed | 23-10-18 | 6 | 3705 | 1 | 1 | 0 | 0 | 0 | 0 | 690 | E-Low Risk | 7 | 4 | 0 | 13064 | 85629 | 80226 | 0 | 0 | 0 | 0 | 0 | 0 | 1672 | 0 | 2 | 0 | 0yrs 9mon | 2yrs 6mon | 1 | 0 |
| 233146 | 622612 | 38439 | 52965 | 74.58 | 34 | 20700 | 48 | 1051 | 23-07-82 | Self employed | 26-10-18 | 6 | 3705 | 1 | 1 | 0 | 0 | 0 | 0 | 738 | C-Very Low Risk | 2 | 2 | 0 | 7001 | 14839 | 14839 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0yrs 3mon | 0yrs 3mon | 0 | 0 |
| 233147 | 645697 | 72623 | 105405 | 69.73 | 34 | 20700 | 48 | 1051 | 19-06-89 | Salaried | 31-10-18 | 6 | 3705 | 1 | 1 | 0 | 0 | 0 | 0 | 755 | C-Very Low Risk | 4 | 4 | 0 | 201422 | 276624 | 237977 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0yrs 9mon | 1yrs 0mon | 0 | 0 |
| 233148 | 613494 | 42894 | 60334 | 72.93 | 34 | 20700 | 48 | 1051 | 08-07-93 | Salaried | 24-10-18 | 6 | 3705 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 0 |
| 233149 | 626432 | 63213 | 105405 | 60.72 | 34 | 20700 | 48 | 1050 | 01-08-88 | Salaried | 26-10-18 | 6 | 3705 | 1 | 0 | 0 | 1 | 0 | 0 | 735 | D-Very Low Risk | 4 | 3 | 0 | 390443 | 416133 | 416133 | 0 | 0 | 0 | 0 | 0 | 0 | 4084 | 0 | 0 | 0 | 1yrs 9mon | 3yrs 3mon | 0 | 0 |
| 233150 | 606141 | 73651 | 100600 | 74.95 | 34 | 23775 | 51 | 990 | 05-12-88 | Self employed | 23-10-18 | 6 | 3705 | 1 | 0 | 0 | 1 | 0 | 0 | 825 | A-Very Low Risk | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1565 | 0 | 0 | 0 | 0yrs 6mon | 0yrs 6mon | 0 | 0 |
| 233151 | 613658 | 33484 | 71212 | 48.45 | 77 | 22186 | 86 | 2299 | 01-06-76 | Salaried | 24-10-18 | 4 | 3479 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 0 |
| 233152 | 548084 | 34259 | 73286 | 49.10 | 77 | 22186 | 86 | 2299 | 26-03-94 | Salaried | 29-09-18 | 4 | 3479 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 0 |
| 233153 | 630213 | 75751 | 116009 | 66.81 | 77 | 22186 | 86 | 2299 | 18-02-84 | Salaried | 27-10-18 | 4 | 3479 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | No Bureau History Available | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0yrs 0mon | 0yrs 0mon | 0 | 0 |